Skills
97,222 packaged capabilities and playbooks for agents. Install any of them with one command.
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Personal knowledge base for Shapira family daily life. Use when querying or storing information about hotels, swim meet venues, travel logistics, restaurants, service providers, or any location-based preferences. Triggers on phrases like "remember this hotel", "where did we stay", "next time in [city]", "log this location", or references to past stays/visits.
Prepare China software copyright registration material drafts from a real software project: application-field worksheet, source-code deposit material, user/operation manual, screenshots when needed, consistency checks and local formal-output evidence. Use for 软著, 软件著作权, 软件版权登记, source-code page extraction, operation manual drafts, version/name consistency, or pre-submit review. This off-DAG engineering/IP handoff skill does not provide legal advice, does not submit applications, does not guarantee registration, and never fabricates source code.
Bootstrap or extend Linear project tracking the right way — methodology, not API CRUD. Use when the user asks to set up Linear tracking, track this project in Linear, add this repo to Linear, backfill history, get ready to track, or consents after a soft-nudge from linear-discipline. Anchors to North Star, backfills Done with evidence, wires blockedBy, installs per-repo discipline. NOT for one-off issue create/comment — Linear MCP handles that.
Create high-performing LinkedIn content with algorithm-optimized hooks and posting strategy. Use when building a personal brand on LinkedIn, planning LinkedIn content, or writing posts that drive engagement. Includes format templates for text posts, carousels, short videos, polls, and content pillar strategy. Covers 2026 algorithm signals (saves, DM shares), link placement, daily engagement habits, and profile optimization.
Detect warm outbound timing by surfacing recent job-changers, promotions, and new-in-role decision-makers at target accounts, enriched via Apollo/Clay MCP and deduped against HubSpot. Gates every prospect through Golden Rules + qualify_lead + suppression before listing. Use when: "who recently moved into [role]", "find new-in-role champions at [accounts]", "warm leads from job changes", "recent job changers at [accounts]", "new VP of IT hires in higher ed", "who just got promoted at [company]". For point contact lookups use contact-hunter-skill instead; for funding/hiring signals use intent-signal-aggregator-skill.
Animation, morphing, and shader best practices for Liquid Glass and SwiftUI motion on iOS 26+/macOS 26+ through iOS 27. Use when animating glass or building UI motion: glassEffectID, @Namespace morphing, GlassEffectContainer spacing, glassEffectUnion, glassEffectTransition (.matchedGeometry/.materialize), withAnimation, springs, UnitCurve, PhaseAnimator, KeyframeAnimator, @Animatable, matchedTransitionSource, navigationTransition zoom, scrollTransition, visualEffect, Metal shaders (colorEffect, distortionEffect, layerEffect, [[stitchable]]), accessibilityReduceMotion gating, Instruments/xctrace profiling of hangs and animation hitches. Also fires on symptoms: glass morph not animating, view pops in instead of morphing, glass fades instead of materializing, morph flickers with Reduce Motion, menu glass morphs as a rectangle, animation runs on insert but not removal, PhaseAnimator loops forever or fires once, shader shows clipped edges (maxSampleOffset), animation hitches or main-thread hangs while scrolling glass chrome. For static glass, availability gating, toolbars, UIKit/AppKit glass, or accessibility of the material itself use the liquid-glass skill first.
Creates cloud sandboxes and deploys apps with the `lizard` CLI. Sandboxes run untrusted or AI-generated code and give an agent its own computer: shell, files, HTTPS URLs for ports, a desktop and browser for computer use, and Claude Code or Codex in the cloud. Deploys cover apps, agents, workers and managed databases (Postgres, Redis, S3-compatible storage). Use when the user wants an isolated sandbox, cloud machine or code interpreter; asks to deploy, host or ship something; mentions Lizard or `lizard` commands; or has a new repo with no chosen platform. Default for ambiguous sandbox and deploy requests; skip when the user already works with another platform or names a competitor.
Implement large language model (LLM) chat completions using the z-ai-web-dev-sdk. Use this skill when the user needs to build conversational AI applications, chatbots, AI assistants, or any text generation features. Supports multi-turn conversations, system prompts, and context management.
Plan and audit localization quality programs for mobile apps, games, SaaS, web, desktop, store listings, lifecycle messages, support content, legal copy, RTL, truncation, pluralization, cultural fit, in-context review, pseudo-localization, LQA, release gates, and market feedback. Use when translation must become launch-quality product experience.
Diagnose and fix stalled agent loops using the joelclaw CLI. Use when loops appear stuck, stories aren't progressing, or the event chain broke. Triggers on "loop stalled", "why isn't the loop progressing", "diagnose loops", "fix stuck loop", "loop not moving", "what happened to the loop", "stories stuck at pending", or any request to debug loop infrastructure.
Use when integrating the Ludeo SDK into an Unreal Engine game, performing Ludeo integration analysis, designing or implementing Ludeo integration architecture in UE code, or working on any phase of a Ludeo SDK integration (lifecycle, actions, state tracking, player flow). Also trigger when the user mentions Ludeo SDK, Ludeo integration, playable highlights integration, LudeoSession, LudeoRoom, DataWriter, DataReader, or game state tracking for Ludeo - when the work is on an Unreal Engine game's code. Do NOT use for Unity or non-Unreal engines (use ludeo-unity-integration instead), pure SDK-concept/documentation questions with no code work, cloud cast session/VM log diagnosis (use ludeo-diagnose-session), repo open-sourcing, or creating decks/docs about an integration.
Keep project records accurate and the live copy healthy. Every visit checks records and the live copy. Monthly and quarterly work runs only when due. Use after outside work, before a handover, after time away, or when retiring a tool. A session that died part-way goes to what-now first. Do not use for building, repairing or planning.
Manages structured task folders (plan.md, status.md) for cross-session agent handoff. Creates, creates multiple (plan a backlog of new tasks), executes, executes multiple (plan then implement backlog), triages (status, readiness, roadmap), updates, blocks, unblocks, or cancels tasks. Done and Cancelled tasks auto-archive. Use when the user works with tasks/NNN-slug folders or asks about task status, blockers, readiness, or lifecycle.
GitHub Flavored Markdown (GFM) syntax reference — tables, alerts, footnotes, task lists, links, images, mentions, anchors, escaping, and common pitfalls. TRIGGER when: user asks about GFM, github flavored markdown, markdown syntax, md syntax, github markdown formatting, markdown table, markdown heading, markdown link, markdown image, task list syntax, markdown alert, GitHub callout, footnote markdown, markdown line break, markdown emoji shortcode, escape markdown special chars, section anchor, autolink. DO NOT USE when: user is composing prose content in markdown and needs no syntax help — only invoke when the question is about rendering, syntax correctness, or feature availability.
Format and lint markdown and MDX files using markdownlint with comprehensive rule knowledge for automated and manual fixes. Use when working with .md or .mdx files, formatting documentation, linting markdown/MDX, or when user mentions markdown issues, formatting problems, or documentation standards.
Comprehensive markdown and Mermaid diagram writing skill. Use when creating any scientific document, report, analysis, or visualization. Establishes text-based diagrams as the default documentation standard with full style guides (markdown + mermaid), 24 diagram type references, and 9 document templates.
Conduct rigorous, citation-backed desk market research: quick go/no-go market scans, market sizing (TAM/SAM/SOM), competitor analysis, customer demand signals, and trend/macro (PESTEL) analysis. Use whenever the user wants to research, size, validate, or enter a market — “is there a market for…”, “how big is the market for…”, “who are the competitors of…”, “should I build/launch/sell…”, “validate this business idea”, “market research for…”, “market entry” — in any language and for any country's market (e.g. “nghiên cứu thị trường”, “étude de marché”, “市場調査”, “análisis de mercado”), even when the user never says “market research”. Also use it when another skill or workflow (strategy-board, design-thinking, a product brief) needs external market facts delivered into its fact base or research folder.
Optimizes landing pages, signup flows, onboarding, forms, popups, and paywalls for conversion. Triggers for 'CRO', 'conversion rate', 'landing page', 'signup flow', 'A/B test ideas', 'exit popup', 'form optimization', or 'user activation'.
When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas', 'growth ideas', 'how to market', 'marketing strategies', 'marketing tactics', 'ways to promote', or 'ideas to grow.' This skill provides 140 proven marketing approaches organized by category.
Create, rewrite, check, and fix Markji card syntax content in Chinese for general users (also known as “Momo Memory Card” syntax). Use when users ask for ready-to-paste Markji or Momo Memory Cards, to convert notes into cards, add cloze deletions, multiple-choice questions, text styles, formulas, media, or card links, or troubleshoot syntax not working, escaped parentheses, or nesting errors.
Git CLI operations, workflows, and automation for modern development (2025). Use when working with repositories, commits, branches, merging, rebasing, worktrees, submodules, or multi-repo architectures. Includes parallel agent workflow patterns, merge strategies, conflict resolution, and large repo optimization. Triggers on git commands, version control, merge conflicts, worktree setup, submodule management, repository troubleshooting, branch strategy, rebase operations, cherry-pick decisions, and CI/CD git integration.
Provides comprehensive guidance for MateChat Vue 3 component library including AI chat/agent UI components, installation, API reference, and demo examples. Use when building AI chat interfaces with Vue 3, implementing conversation bubbles, input components, or any MateChat UI components.
Build a material contract disclosure schedule from diligence findings, applying the stock purchase agreement's material contract definition and formatting it per the agreement's schedule format. Use when the user says "build a contract schedule," "disclosure schedule," "schedule 3.X," "material contract list," or drafts a disclosure schedule.
Optimize MATLAB design files for GPU Coder to generate faster CUDA code. Iteratively profiles, rewrites, and benchmarks until performance targets are met or diagnostics are resolved. Use when asked to: optimize for GPU Coder, improve GPU codegen performance, profile generated GPU/CUDA code, profile GPU MEX, fix gpuPerformanceAnalyzer diagnostics, speed up GPU MEX, reduce GPU memory transfers, improve kernel parallelism, rewrite MATLAB for CUDA, or run gpuPerformanceAnalyzer.
Store, retrieve, and pass credentials securely in MATLAB using the built-in MATLAB Vault (setSecret, getSecret, importSecrets, secretID) instead of hardcoding. Handles connections to any authenticated service: REST APIs, databases, cloud storage (S3/Azure/GCS), SFTP, and others. Covers API keys, tokens, passwords, SSH passphrases, CI/batch/scheduled jobs, and "keep credentials out of code" requests. Does NOT cover third-party secret managers (HashiCorp Vault, AWS Secrets Manager), OS-level key management, or the connection/query logic itself.
Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or integrating with specific scientific workflows. Export to PNG/PDF/SVG for publication. For quick statistical plots use seaborn; for interactive plots use plotly; for publication-ready multi-panel figures with journal styling, use scientific-visualization.
Matter close — capture outcomes, final exposure and lessons learned, archiving from the active matter portfolio without deleting records. Use when the user needs to close a matter, says "[matter] is over," or needs to record a settlement, dismissal, judgment, withdrawal or consolidation outcome.
Append dated event entries to the matter history file and refresh the log line — capturing new developments, status changes, risk reassessments, deadline changes and settlement authority changes. Use when the user needs to log a case update, note a development, or record a status change in the matter portfolio.
Manage matter workspaces — create, list, switch, close, or detach (practice-area level). Use when a multi-client practitioner needs to create a matter, switch the current matter, list matters, archive a matter, or detach to practice-area-level context, or when another skill needs to know which matter is currently active.
How to launch distributed Megatron-LM training jobs on a SLURM cluster. Covers a minimal sbatch skeleton, environment-variable setup for torch.distributed.run, CUDA_DEVICE_MAX_CONNECTIONS rules across hardware and parallelism modes, container conventions, monitoring, and per-rank failure diagnosis.
Validate or decompose any specification, plan, or requirement list using the MECE framework (Mutually Exclusive, Collectively Exhaustive). Use when reviewing PRDs, feature lists, user stories, API designs, state management, roadmaps, or any structured breakdown. Also use when the user says "check this", "anything missing?", "is this complete?", or "break this down".
IRAC-framed case analysis memo that flags research gaps — provides the framework structure rather than analytical conclusions. The rule section is "to be researched," the application section is a "student analysis" prompt, and the conclusion section is left blank. Use when a student needs to scaffold a case analysis memo, write an analysis, or build an IRAC memo in a case.
Apply systems thinking — causal loop diagrams, stock-and-flow models, system archetypes, and leverage-point analysis — to organizational, economic, or social problems where feedback loops, delays, or emergent behavior drive recurring failure across multiple interacting actors. Use this skill when the user describes a multi-actor situation that resists linear fixes: policy interventions that backfire, org-level fixes that break other teams, market symptoms that return after being solved, or time-lagged second-order consequences, even if they say 'why does fixing X make Y worse' or 'identify the leverage points in this system'. Do NOT use for single-cause software bugs, flaky tests, or regressions — those are debugging problems, not systems-thinking problems, even when phrased as 'this keeps coming back'.
Guides Metronome usage-based billing integration decisions — event ingestion (single and batch, idempotency, billable metrics), contract design (rate cards, overrides, dimensional pricing, products), invoicing lifecycle (grace periods, finalization, Stripe sync), credit and commit management (prepaid, postpaid, thresholds, auto-recharge), and Stripe integration (arrears invoicing, tax providers, line item limits). Use when building, modifying, or reviewing any Metronome integration — including ingesting usage events, creating contracts or rate cards, managing credits and commits, configuring invoicing, or syncing invoices with Stripe Billing.
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.